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Kernel Node Embeddings

Abdulkadir Çelikkanat , Fragkiskos Malliaros
GlobalSIP 2019 - 7th IEEE Global Conference on Signal and Information Processing, Nov 2019, Ottawa, Canada
Conference papers hal-02423629v1

k-Degree anonymity on directed networks

Jordi Casas-Roma , Julián Salas , Fragkiskos Malliaros , Michalis Vazirgiannis
Knowledge and Information Systems (KAIS), 2018, 61, pp.1743-1768. ⟨10.1007/s10115-018-1251-5⟩
Journal articles hal-01950285v1
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NetGloVe: Learning Node Representations for Community Detection

Kumaran Gunasekaran , Jeyavaishnavi Muralikumar , Srinivasa Sudarshan , Balasubramaniam Srinivasan , Fragkiskos Malliaros
6th International Conference on Complex Networks and Their Applications, Nov 2017, Lyon, France
Conference papers hal-01672969v1
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Multi-task Learning for Influence Estimation and Maximization

George Panagopoulos , Fragkiskos D. Malliaros , Michalis Vazirgiannis
IEEE Transactions on Knowledge and Data Engineering, 2020, ⟨10.1109/TKDE.2020.3040028⟩
Journal articles hal-03088930v1
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Boosting Tricks for Word Mover's Distance

Konstantinos Skianis , Fragkiskos D. Malliaros , Nikolaos Tziortziotis , Michalis Vazirgiannis
ICANN 2020 - 29th International Conference on Artificial Neural Networks, Sep 2020, Bratislava, Slovakia
Conference papers hal-03088924v1
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Perturb and Combine to Identify Influential Spreaders in Real-World Networks

Antoine Jean-Pierre Tixier , Maria Evgenia G. Rossi , Fragkiskos Malliaros , Jesse Read , Michalis Vazirgiannis
ASONAM 2019 - IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, Aug 2019, Vancouver, Canada
Conference papers hal-01958973v1
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BiasedWalk: Biased Sampling for Representation Learning on Graphs

Duong Nguyen , Fragkiskos Malliaros
International Workshop on High Performance Big Graph Data Management, Analysis, and Mining (BigGraphs), Dec 2018, Seattle, WA, United States. ⟨10.1109/bigdata.2018.8621872⟩
Conference papers hal-01958902v1
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BRANEnet : embedding multilayer networks for omics data integration

Surabhi Jagtap , Aurélie Pirayre , Frédérique Bidard , Laurent Duval , Fragkiskos Malliaros
BMC Bioinformatics, 2022, 23, pp.429. ⟨10.1186/s12859-022-04955-w⟩
Journal articles hal-03846890v1

Multiple similarity drug–target interaction prediction with random walks and matrix factorization

Bin Liu , Dimitrios Papadopoulos , Fragkiskos D. Malliaros , Grigorios Tsoumakas , Apostolos Papadopoulos
Briefings in Bioinformatics, 2022, 23 (5), ⟨10.1093/bib/bbac353⟩
Journal articles hal-03910803v1
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CORECLUSTER: A Degeneracy Based Graph Clustering Framework

Christos Giatsidis , Fragkiskos Malliaros , Dimitrios M. Thilikos , Michalis Vazirgiannis
IAAA: Innovative Applications of Artificial Intelligence, Jul 2014, Quebec City, Canada
Conference papers lirmm-01083536v1
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DiffuGreedy: An Influence Maximization Algorithm based on Diffusion Cascades

George Panagopoulos , Fragkiskos Malliaros , Michalis Vazirgiannis
The 7th International Conference on Complex Networks and Their Applications (Complex Networks), Dec 2018, Cambridge, United Kingdom
Conference papers hal-01958915v2
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Semi-Supervised Learning and Graph Neural Networks for Fake News Detection

Adrien Benamira , Benjamin Devillers , Etienne Lesot , Ayush K. Ray , Manal Saadi , et al.
ASONAM 2019 - IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, Aug 2019, Vancouver, Canada
Conference papers hal-02334445v1
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GraphRep: Boosting Text Mining, NLP and Information Retrieval with Graphs

Michalis Vazirgiannis , Fragkiskos Malliaros , Giannis Nikolentzos
27th ACM International Conference on Information and Knowledge Management (CIKM), Oct 2018, Torino, Italy. pp.2295-2296, ⟨10.1145/3269206.3274273⟩
Conference papers hal-01958927v1

NodeSig: Binary Node Embeddings via Random Walk Diffusion

Abdulkadir Çelikkanat , Fragkiskos D. Malliaros , Apostolos N Papadopoulos
ASONAM 2022 - IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, Nov 2022, Istanbul, Turkey
Conference papers hal-03910835v1
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BRANet: Graph-based Integration of Multi-omics Data with Biological a priori for Regulatory Network Inference

Surabhi Jagtap , Aurélie Pirayre , Frederique Bidard , Laurent Duval , Fragkiskos D. Malliaros
17th International Conference on Computational Intelligence Methods for Bioinformatics and Biostatistics (CIBB), Nov 2021, Online, Italy
Conference papers hal-03425420v1
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Multivariate Lipschitz Analysis of the Stability of Neural Networks

Kavya Gupta , Fateh Kaakai , Beatrice Pesquet-Popescu , Jean-Christophe Pesquet , Fragkiskos D. Malliaros
Frontiers in Signal Processing, In press, ⟨10.3389/frsip.2022.794469⟩
Journal articles hal-03621112v1

Dynamic monitoring of software use with recurrent neural networks

Chloé Adam , Antoine Aliotti , Fragkiskos Malliaros , Paul-Henry Cournède
Data and Knowledge Engineering, 2020, 125, pp.101781. ⟨10.1016/j.datak.2019.101781⟩
Journal articles hal-02520120v1
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Learning Node Embeddings with Exponential Family Distributions

Abdulkadir Çelikkanat , Fragkiskos Malliaros
NeurIPS 2019 - 33th Annual Conference on Neural Information Processing Systems - Workshop on Graph Representation Learning, Dec 2019, Vancouver, Canada
Conference papers hal-02336000v1
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Core Decomposition of Uncertain Graphs Using Representative Instances

Damien Seux , Fragkiskos Malliaros , Apostolos N Papadopoulos , Michalis Vazirgiannis
6th International Conference on Complex Networks and Their Applications, Nov 2017, Lyon, France
Conference papers hal-01672968v1
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Exponential Family Graph Embeddings

Abdulkadir Çelikkanat , Fragkiskos D. Malliaros
AAAI 2020 - Thirty-Fourth AAAI Conference on Artificial Intelligence, Feb 2020, New York, United States
Conference papers hal-03088917v1
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The Core Decomposition of Networks: Theory, Algorithms and Applications

Fragkiskos Malliaros , Christos Giatsidis , Apostolos N Papadopoulos , Michalis Vazirgiannis
The VLDB Journal, 2019
Journal articles hal-01986309v3

BraneMF : integration of biological networks for functional analysis of proteins

Surabhi Jagtap , Abdulkadir Çelikkanat , Aurélie Pirayre , Frédérique Bidard , Laurent Duval , et al.
Bioinformatics, 2022, 38 (24), pp.5383-5389. ⟨10.1093/bioinformatics/btac691⟩
Journal articles hal-03941785v1
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GraphSVX: Shapley Value Explanations for Graph Neural Networks

Alexandre Duval , Fragkiskos D. Malliaros
European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD), Sep 2021, Bilbao, Spain
Conference papers hal-03539183v1
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Influence Learning and Maximization

George Panagopoulos , Fragkiskos D. Malliaros
21st International Conference on Web Engineering (ICWE), May 2021, Biarritz, France
Conference papers hal-03539200v1
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MATI: An efficient algorithm for influence maximization in social networks

Maria Evgenia G. Rossi , Bowen Shi , Nikolaos Tziortziotis , Fragkiskos Malliaros , Christos Giatsidis , et al.
Journal articles hal-01950273v1
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An Adversarial Attacker for Neural Networks in Regression Problems

Kavya Gupta , Beatrice Pesquet-Popescu , Fateh Kaakai , Jean-Christophe Pesquet , Fragkiskos D. Malliaros
IJCAI Workshop on Artificial Intelligence Safety (AI Safety), Aug 2021, Montreal/Virtual, Canada
Conference papers hal-03527640v2

Higher-order Clustering and Pooling for Graph Neural Networks

Alexandre Duval , Fragkiskos D. Malliaros
CIKM 2022 - 31st ACM International Conference on Information & Knowledge Management, Oct 2022, Atlanta, Georgia, United States. pp.426-435, ⟨10.1145/3511808.3557353⟩
Conference papers hal-03910823v1
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MATI: An Efficient Algorithm for Influence Maximization in Social Networks

Maria Evgenia G. Rossi , Bowen Shi , Nikolaos Tziortziotis , Fragkiskos Malliaros , Christos Giatsidis , et al.
Complex Networks 2017 - 6th International Conference on Complex Networks and Their Applications, Nov 2017, Lyon, France. pp.1-3, ⟨10.1371/journal.pone.0206318⟩
Conference papers hal-01672970v1
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Multiomics Data Integration for Gene Regulatory Network Inference with Exponential Family Embeddings

Surabhi Jagtap , Abdulkadir Çelikkanat , Aurélie Pirayre , Frederique Bidard , Laurent Duval , et al.
EUSIPCO - 29th European Signal Processing Conference, Aug 2021, Dublin / Online, Ireland
Conference papers hal-03336884v1
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Multiple Kernel Representation Learning on Networks

Abdulkadir Çelikkanat , Yanning Shen , Fragkiskos D. Malliaros
IEEE Transactions on Knowledge and Data Engineering, In press, ⟨10.1109/tkde.2022.3172048⟩
Journal articles hal-03686085v1